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Single-Cell Analysis
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Foundations & Data Structure
Preface and Setup
Data Structure and QC Metrics
Preprocessing & Feature Selection
Normalization and Feature Selection
Structure and Clustering
Dimensionality Reduction and Clustering
Interpretation & Biological Claims
Marker Genes and Variance-Driven Separation
From Clusters to Calibrated Biological Claims
Single-Cell Analysis
From Cellular Heterogeneity to Interpretable Biological Structure
Free Guide · Updated Mar 2026
Preface and Setup
